Triple

T78644
Position Surface form Disambiguated ID Type / Status
Subject Obama Foundation E1575 entity
Predicate operatesProgram P1688 FINISHED
Object Leaders: Africa program
Leaders: Africa program is a leadership development initiative of the Obama Foundation that equips emerging African leaders with training, networking, and mentorship to drive positive change across the continent.
E7339 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Leaders: Africa program | Statement: [Obama Foundation, operatesProgram, Leaders: Africa program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leaders: Africa program
Context triple: [Obama Foundation, operatesProgram, Leaders: Africa program]
  • A. African Research and Studies Institute
    The African Research and Studies Institute is a specialized academic center at Cairo University dedicated to interdisciplinary research, teaching, and policy studies focused on African societies, politics, and development.
  • B. Bureau of African Affairs
    The Bureau of African Affairs is the U.S. State Department division responsible for shaping and implementing American foreign policy and diplomatic relations with countries across the African continent.
  • C. African Academy of Sciences
    The African Academy of Sciences is a pan-African, non-profit scientific organization that promotes excellence in science and technology to drive sustainable development across the African continent.
  • D. Roots & Shoots program
    The Roots & Shoots program is a global youth-led initiative that empowers young people to undertake community projects that benefit people, animals, and the environment.
  • E. Tuareg
    The Tuareg are a traditionally nomadic Berber ethnic group of the Sahara Desert, known for their distinctive indigo clothing, camel caravans, and rich oral and musical heritage.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Leaders: Africa program
Triple: [Obama Foundation, operatesProgram, Leaders: Africa program]
Generated description
Leaders: Africa program is a leadership development initiative of the Obama Foundation that equips emerging African leaders with training, networking, and mentorship to drive positive change across the continent.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leaders: Africa program
Target entity description: Leaders: Africa program is a leadership development initiative of the Obama Foundation that equips emerging African leaders with training, networking, and mentorship to drive positive change across the continent.
  • A. African Research and Studies Institute
    The African Research and Studies Institute is a specialized academic center at Cairo University dedicated to interdisciplinary research, teaching, and policy studies focused on African societies, politics, and development.
  • B. Bureau of African Affairs
    The Bureau of African Affairs is the U.S. State Department division responsible for shaping and implementing American foreign policy and diplomatic relations with countries across the African continent.
  • C. African Academy of Sciences
    The African Academy of Sciences is a pan-African, non-profit scientific organization that promotes excellence in science and technology to drive sustainable development across the African continent.
  • D. Roots & Shoots program
    The Roots & Shoots program is a global youth-led initiative that empowers young people to undertake community projects that benefit people, animals, and the environment.
  • E. Tuareg
    The Tuareg are a traditionally nomadic Berber ethnic group of the Sahara Desert, known for their distinctive indigo clothing, camel caravans, and rich oral and musical heritage.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a24c60d19c8190a1b6c105ca59ef5b completed Feb. 28, 2026, 2:01 a.m.
NER Named-entity recognition batch_69a2567c90308190a9b989c586f7e559 completed Feb. 28, 2026, 2:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69a25abc7b648190b8a83a05f4c76af0 completed Feb. 28, 2026, 3:02 a.m.
NEDg Description generation batch_69a25caa409881909eb7dfe7d038cc39 completed Feb. 28, 2026, 3:10 a.m.
NED2 Entity disambiguation (via description) batch_69a25e287cc88190b2eb5ae02bd2f9d1 completed Feb. 28, 2026, 3:16 a.m.
Created at: Feb. 28, 2026, 2:06 a.m.